José Daniel Cruz Aguilar
Valencia
Summary
Data Scientist with a robust foundation in Petroleum Engineering and 5 years of experience in production planning and management. I specialize in leveraging statistical analysis and data science techniques to optimize production processes and drive efficiency. My expertise includes data exploration, data visualization, and advanced statistical modeling. I have a proven track record in managing logistics and production programming, conducting internal and external audits, and leading projects from inception to completion. My multidisciplinary background allows me to transform complex datasets into actionable insights, supporting strategic decision-making and enhancing operational performance.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Junior Production Engineer
Renaissance oil Corp.
Tabasco
09.2018 - 12.2022
- Data visualization of oil and gas quality and forecasts using PBI
- Oil and gas well production forecasts from historical data
- Monthly and yearly oil production programming
- Data analysis for oil production and sales
- In-site monitoring and supervision of real-time data
- External audit for outsource companies
- Internal audit, oil & gas production.
Assistant Production Manager
Renaissance Oil Corp.
Tabasco
09.2017 - 12.2018
- Analysis and integration of oil and gas production data
- Database creation for existing facilities
- Update statistical DataFrames for oil and gas production
- Oil and gas production negotiation support
- Operational programming support.
Education
Master of Engineering (M.Eng.) - Data Analysis, Process Improvement and Decision Support Engineering -
Universitat Politècnica de València
Valencia09.2024
Bachelor of Science (B.S.) - Petroleum Engineering -
Universidad Olmeca
Tabasco08.2018
Skills
- Data Science
- Engineering
- Oil & Gas industry
- Production
- Management
- ICT
- R
- Python
- Power BI
- Microsoft Office
- Microsoft Project
- AutoCAD
- Machine Learning
- SQL
- Alteryx
- Statistical process control
- Production Planning
- Database Management
Certification
- IELTS: ENGLISH C1, 2019, British Council, 19MX000395CRUJ030A
- Internal Audit ISO 9001:2015, 2019, Petrocal S. de R.L. de C.V., ROTM760111HA8-0005
- IADC Wellsharp, 2018, Capacitacion Asertiva del Sureste R.L. de C.V., CUAD960412-A5C3D9
- IADC RigPass, 2018, SISEMHL Consultores S.A. de C.V., SX000052859
- Risk Management for Projects, 2017, University of Adelaide, ab651e94ef5941c6a18e24289707ce0d
Languages
Spanish
First Language
English
Advanced (C1)
C1
French
Elementary (A2)
A2
German
Beginner (A1)
A1
Italian
Beginner
A1
References
References available upon request.
Timeline
Junior Production Engineer
Renaissance oil Corp.
09.2018 - 12.2022
Assistant Production Manager
Renaissance Oil Corp.
09.2017 - 12.2018
Master of Engineering (M.Eng.) - Data Analysis, Process Improvement and Decision Support Engineering -
Universitat Politècnica de València
Bachelor of Science (B.S.) - Petroleum Engineering -
Universidad Olmeca
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